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大鼠全基因组环状RNA转录组

A genome-wide circular RNA transcriptome in rat.

作者信息

Sharma Disha, Sehgal Paras, Sivasubbu Sridhar, Scaria Vinod

机构信息

GN Ramachandran Knowledge Center for Genome Informatics, CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Mathura Road, Delhi 110025, India.

Academy of Scientific & Innovative Research (AcSIR), CSIR-IGIB South Campus, Mathura Road, Delhi 110025, India.

出版信息

Biol Methods Protoc. 2021 Sep 7;6(1):bpab016. doi: 10.1093/biomethods/bpab016. eCollection 2021.

Abstract

Circular RNAs (circRNAs) are a novel class of noncoding RNAs that back-splice from 5' donor site and 3' acceptor sites to form a circular structure. A number of circRNAs have been discovered in model organisms including human, mouse, , among other organisms. There are a few candidate-based studies on circRNAs in rat, a well-studied model organism as well. A number of pipelines have been published to identify the back splice junctions for the discovery of circRNAs but studies comparing these tools have suggested that a combination of tools would be a better approach to identify high-confidence circRNAs. The availability of a recent dataset of transcriptomes encompassing 11 tissues, 4 developmental stages, and 2 genders motivated us to explore the landscape of circRNAs in the organism in this context. In order to understand the difference among different pipelines, we employed five different combinations of tools to identify circular RNAs from the dataset. We compared the results of the different combination of tools/pipelines with respect to alignment, total number of circRNAs identified and read-coverage. In addition, we identified tissue-specific, development-stage specific and gender-specific circRNAs and further independently validated 16 circRNA junctions out of 24 selected candidates in 5 tissue samples and estimated the quantitative expression of five circRNA candidates using real-time polymerase chain reaction and our analysis suggests three candidates as tissue-enriched. This study is one of the most comprehensive studies which provides a map of circRNAs transcriptome as well as to understand the difference among different computational pipelines in rat.

摘要

环状RNA(circRNAs)是一类新型的非编码RNA,它们从5'供体位点和3'受体位点反向剪接形成环状结构。在包括人类、小鼠等在内的模式生物中已经发现了许多环状RNA。在大鼠(一种研究充分的模式生物)中也有一些基于候选物的环状RNA研究。已经发表了许多用于识别反向剪接连接以发现环状RNA的流程,但比较这些工具的研究表明,组合使用多种工具是识别高可信度环状RNA的更好方法。最近一个包含11种组织、4个发育阶段和2种性别的转录组数据集促使我们在这种背景下探索该生物体中环状RNA的情况。为了了解不同流程之间的差异,我们使用了五种不同的工具组合从数据集中识别环状RNA。我们比较了不同工具/流程组合在比对、识别出的环状RNA总数和读数覆盖方面的结果。此外,我们识别出了组织特异性、发育阶段特异性和性别特异性的环状RNA,并进一步在5个组织样本中对24个选定候选物中的16个环状RNA连接进行了独立验证,还使用实时聚合酶链反应估计了5个环状RNA候选物的定量表达,我们的分析表明有三个候选物在组织中富集。这项研究是最全面的研究之一,它提供了环状RNA转录组图谱,并有助于了解大鼠中不同计算流程之间的差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1146/8435660/2c2de80d5b24/bpab016f1.jpg

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